Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and
Data Poisoning Attacks
Avi Schwarzschild * 1 Micah Goldblum * 2 Arjun Gupta 3 John P. Dickerson 2 Tom Goldstein 2
Abstract At this scale, it is often infeasible to properly vet content.
Furthermore, many practitioners create datasets by harvest-
Data poisoning and backdoor attacks manipulate
ing system in ...


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